ComfyUI Wan-Move Workflow Example

Wan-Move is a motion-controllable video generation model via latent trajectory guidance, enabling fine-grained point-level motion control for image-to-video generation.

Wan-Move is a motion-controllable video generation framework developed by Alibaba’s Tongyi Lab. It enables users to control object motion in generated videos by specifying point trajectories on the input image, making image-to-video generation more precise and controllable.

Key Features:

• High-Quality 5s 480p Motion Control: Generates 5-second, 480p videos with fine-grained motion controllability
• Latent Trajectory Guidance: Represents motion conditions by propagating first frame features along trajectories
• Fine-grained Point-level Control: Object motions are represented with dense point trajectories, enabling precise region-level control
• No Architecture Changes: Seamlessly integrates into Wan-I2V-14B without extra motion modules

Related Links:

• GitHub
• Hugging Face
• Paper

Wan-Move image-to-video workflow

Preview the workflow output:

Run on Comfy Cloud

Open in Comfy Cloud

Download Workflow

Download JSON or search “Wan-Move Motion-Control” in Template Library

Input materials

Upload this file to the matching LoadImage node:

snowboard_rush.png

LoadImage node · snowboard_rush.png

Local users

Make sure your ComfyUI is updated.

• Download ComfyUI
• Update Guide

Workflows in this guide can be found in the Workflow Templates. If you can’t find them in the template, your ComfyUI may be outdated.

If nodes are missing when loading a workflow, possible reasons:

1. You are not using the latest ComfyUI version (Nightly version)
2. Some nodes failed to import at startup

Cloud users

• Cloud will update after ComfyUI stable release.

So, if you find any core node missing in this document, it might be because the new core nodes have not yet been released in the latest stable version. Please wait for the next stable release.

Model links

Checkpoint: Wan21-WanMove

Place in ComfyUI/models/diffusion_models/

LoRA: LightX2V Distilled

Place in ComfyUI/models/loras/

Text Encoder: umt5

Place in ComfyUI/models/text_encoders/

CLIP Vision: clip_vision_h

Place in ComfyUI/models/clip_vision/

VAE: wan_2.1_vae

Place in ComfyUI/models/vae/

Model Storage Location

📂 ComfyUI/
├── 📂 models/
│   ├── 📂 text_encoders/
│   │      └── umt5_xxl_fp8_e4m3fn_scaled.safetensors
│   ├── 📂 clip_vision/
│   │      └── clip_vision_h.safetensors
│   ├── 📂 loras/
│   │      └── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors
│   ├── 📂 diffusion_models/
│   │      └── Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors
│   └── 📂 vae/
│          └── wan_2.1_vae.safetensors